{"id":"W1967017476","doi":"10.1111/j.1423-0410.2002.tb05346.x","title":"Leukoreduction Just Doesn't “Take Away” Immunogenic Leukcocytes, It Creates an Immunosuppressive Leukocyte Dose.","year":2002,"lang":"en","type":"review","venue":"Vox Sanguinis","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Canadian Blood Services","keywords":"Freedman; Medicine; Medical laboratory; Transfusion medicine; Immunology; Political science; Law; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0002174499,0.001523783,0.004107069,0.0006685118,0.0004164224,0.0001953292,0.0006107496,0.001134007,0.003059654],"category_scores_gemma":[0.0001322165,0.001166915,0.001651046,0.000780159,0.0002781136,0.0003726487,0.0001612806,0.001070158,0.001950286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008305112,"about_ca_system_score_gemma":0.0006801981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005984661,"about_ca_topic_score_gemma":0.0000373293,"domain_scores_codex":[0.9949358,0.0002728765,0.001505983,0.001469507,0.0006991462,0.001116741],"domain_scores_gemma":[0.9962845,0.0001649408,0.0008897288,0.001958861,0.0002299678,0.0004719442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001619258,0.001160304,0.00001657824,0.005374551,0.003173327,0.002488351,0.0005441798,9.899678e-7,0.00003482502,0.0000307975,0.01629701,0.9707172],"study_design_scores_gemma":[0.002855411,0.0009428686,0.00007316541,0.008516974,0.007405364,0.003838401,0.0003940793,0.00000969018,0.0001223329,0.00002739938,0.9747676,0.001046719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002113382,0.9830802,0.000002424505,0.0001226529,0.001137955,0.002189946,0.0003319308,0.000340609,0.01068091],"genre_scores_gemma":[0.0006120686,0.9790611,0.0002949336,0.0002001228,0.0008757884,0.0004845201,0.004223898,0.0003300373,0.01391757],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9696705,"threshold_uncertainty_score":0.9997511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08716744692364611,"score_gpt":0.3600250773173298,"score_spread":0.2728576303936837,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}